Suivre
Yi Gao
Yi Gao
Professor of Biomedical Engineering, Shenzhen University
Adresse e-mail validée de gatech.edu - Page d'accueil
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Année
Patch-based convolutional neural network for whole slide tissue image classification
L Hou, D Samaras, TM Kurc, Y Gao, JE Davis, JH Saltz
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
8452016
Preoperative prediction of sentinel lymph node metastasis in breast cancer by radiomic signatures from dynamic contrast‐enhanced MRI
C Liu, J Ding, K Spuhler, Y Gao, M Serrano Sosa, M Moriarty, S Hussain, ...
Journal of Magnetic Resonance Imaging 49 (1), 131-140, 2019
1742019
Evaluation of current algorithms for segmentation of scar tissue from late Gadolinium enhancement cardiovascular magnetic resonance of the left atrium: an open-access grand …
R Karim, RJ Housden, M Balasubramaniam, Z Chen, D Perry, A Uddin, ...
Journal of Cardiovascular Magnetic Resonance 15, 105, 2013
1732013
Sparse autoencoder for unsupervised nucleus detection and representation in histopathology images
L Hou, V Nguyen, AB Kanevsky, D Samaras, TM Kurc, T Zhao, RR Gupta, ...
Pattern recognition 86, 188-200, 2019
1632019
An effective interactive medical image segmentation method using fast growcut
L Zhu, I Kolesov, Y Gao, R Kikinis, A Tannenbaum
MICCAI Workshop on Interactive Medical Image Computing, 2014
1102014
A 3D Interactive Multi-object Segmentation Tool using Local Robust Statistics Driven Active Contours
Y Gao, R Kikinis, S Bouix, M Shenton, A Tannenbaum
Medical Image Analysis 16 (6), 1216--1227, 2012
1042012
A coupled global registration and segmentation framework with application to magnetic resonance prostate imagery
Y Gao, R Sandhu, G Fichtinger, AR Tannenbaum
IEEE Transactions on Medical Imaging 29 (10), 1781-1794, 2010
802010
Cerebrospinal and interstitial fluid transport via the glymphatic pathway modeled by optimal mass transport
V Ratner, Y Gao, H Lee, R Elkin, M Nedergaard, H Benveniste, ...
Neuroimage 152, 530-537, 2017
692017
Synthesis of Patient-Specific Transmission Data for PET Attenuation Correction for PET/MRI Neuroimaging Using a Convolutional Neural Network
KD Spuhler, J Gardus, Y Gao, C DeLorenzo, R Parsey, C Huang
Journal of Nuclear Medicine 60 (4), 555-560, 2019
652019
Towards Generation, Management, and Exploration of Combined Radiomics and Pathomics Datasets for Cancer Research
J Saltz, J Almeida, Y Gao, A Sharma, E Bremer, T DiPrima, M Saltz, ...
AMIA Summits on Translational Science Proceedings 2017, 85, 2017
632017
A Containerized Software System for Generation, Management, and Exploration of Features from Whole Slide Tissue Images
J Saltz, A Sharma, G Iyer, E Bremer, F Wang, A Jasniewski, T DiPrima, ...
Cancer Research 77 (21), e79-e82, 2017
562017
Efficient multiple instance convolutional neural networks for gigapixel resolution image classification
L Hou, D Samaras, TM Kurc, Y Gao, JE Davis, JH Saltz
arXiv preprint arXiv:1504.07947 7 (174-182), 3, 2015
522015
Automatic segmentation of the left atrium from MR images via variational region growing with a moments-based shape prior
L Zhu, Y Gao, A Yezzi, A Tannenbaum
IEEE Transactions on Image Processing 22 (12), 5111-5122, 2013
512013
ConvNets with Smooth Adaptive Activation Functions for Regression
L Hou, D Samaras, T Kurc, Y Gao, J Saltz
Artificial Intelligence and Statistics, 430-439, 2017
452017
Automatic quantification of filler dispersion in polymer composites
Z Li, Y Gao, KS Moon, Y Yao, A Tannenbaum, CP Wong
Polymer 53 (7), 1571-1580, 2012
402012
Automated skin segmentation in ultrasonic evaluation of skin toxicity in breast cancer radiotherapy
Y Gao, A Tannenbaum, H Chen, M Torres, E Yoshida, X Yang, Y Wang, ...
Ultrasound in medicine & biology 39 (11), 2166-2175, 2013
352013
Shape analysis, a field in need of careful validation
Y Gao, T Riklin‐Raviv, S Bouix
Human brain mapping 35 (10), 4965-4978, 2014
332014
Automatic delineation of the myocardial wall from CT images via shape segmentation and variational region growing
L Zhu, Y Gao, V Appia, A Yezzi, C Arepalli, T Faber, A Stillman, ...
IEEE Transactions on Biomedical Engineering 60 (10), 2887-2895, 2013
332013
Algorithm sensitivity analysis and parameter tuning for tissue image segmentation pipelines
G Teodoro, TM Kurç, LFR Taveira, ACMA Melo, Y Gao, J Kong, JH Saltz
Bioinformatics 33 (7), 1064-1072, 2017
322017
Sparse Texture Active Contour
Y Gao, S Bouix, M Shenton, A Tannenbaum
IEEE Transactions on Image Processing 22 (10), 3866-3878, 2013
322013
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